Two of twelve models named Survicate first on the direct prompt; one named SurveySparrow. Survicate was named by twelve of the twelve models and SurveySparrow by eleven and Survicate carries 37 labels and SurveySparrow 32, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the customer feedback and surveys page.
Across every category in the September 2026 Edition, Survicate and SurveySparrow were named in the same answer thirty-seven times, of the 79 answers naming Survicate and the 58 naming SurveySparrow. In those answers SurveySparrow took the first choice three times and Survicate seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Decent starting point, but pricing gets unpredictable and restrictive as you scale.” DeepSeek V4 Flash · negative prompt · soft negative
“is SurveySparrow, Survicate, or QuestionPro, as they offer the best value for mid-market teams” Llama 4 Maverick · direct prompt · first choice
“I'd recommend Survicate as the top NPS and customer experience survey tool.” Grok 4.1 Fast · paraphrase prompt · first choice
“Start with Survicate if you want a comprehensive platform” Kimi K2 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“it feels more like a broader survey platform than a dedicated CX operating system” GPT-5.4 mini · paraphrase prompt · soft negative
“complaints about pricing at higher tiers” Qwen 3.7 Flash · negative prompt · soft negative
“SurveySparrow generally offers the strongest combination of affordable pricing, CX-specific features, and scalability.” Qwen 3.7 Flash · budget prompt · first choice
“The best customer feedback and survey platform for a mid-market B2B company is SurveySparrow, Survicate, or QuestionPro” Llama 4 Maverick · direct prompt · first choice
“If you can spend ~$20/month: SurveySparrow is the best value” DeepSeek V4 Flash · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.